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When using LaTeX format, the output must be understood by LaTeX. By default, numerical data in the table is wrapped in inline math environments. @@ -527,3 +531,39 @@ p = profile_solvers(stats, costs, costnames) Here is a useful tutorial on how to use the benchmark with specific solver: [Run a benchmark with OptimizationProblems](https://jso.dev/OptimizationProblems.jl/dev/benchmark/) The tutorial covers how to use the problems from `OptimizationProblems` to run a benchmark for unconstrained optimization. + +### Handling `solver_specific` in `stats` + +If a solver's `GenericExecutionStats` contains a `solver_specific` dictionary, then when `bmark_solvers` processes the results it creates a column in the per-solver `DataFrame` for each key in that dictionary. These columns can then be analyzed and compared alongside the standard metrics such as `status` and `elapsed_time`. + +Here is an example showing how to set a solver-specific flag so that it appears as a column in the resulting stats table and can be used for tabulation: +```julia +using NLPModelsTest, DataFrames, SolverCore, SolverBenchmark + +function newton(nlp) + stats = GenericExecutionStats(nlp) + set_solver_specific!(stats, :isConvex, true) + return stats +end + +solvers = Dict(:newton => newton) +problems = [NLPModelsTest.BROWNDEN()] +stats = bmark_solvers(solvers, problems) + +# Access the solver-specific column `:isConvex` for the `:newton` solver +df_newton = stats[:newton] +df_newton.isConvex +``` + +```plaintext +Error: UndefVarError: `reset!` not defined in `SolverBenchmark` +Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module i +t should come from. +Hint: a global variable of this name also exists in DataStructures. +Hint: a global variable of this name also exists in SolverCore. +Hint: a global variable of this name also exists in WorkerUtilities. +Hint: a global variable of this name also exists in ConcurrentUtilities. +Hint: a global variable of this name also exists in LinearOperators. + - Also exported by NLPModels (loaded but not imported in Main). +``` +